Tag: #ActiveInference

• Puzzled …? – Consider the Bayesian brain hypothesis!

  Dysfunctional breathing disorder(s) (DBD) is an umbrella term for a set of poorly distinguishable clinical conditions including the most emblematic and anciently known hyperventilation syndrome. DBD affects in a variable proportion (between 5 and 35%) both adults and children, with a highly negative impact on health-related quality of life. DBD is consensually considered as a…

  walterstiers

  2023-10-30

  #Sensemaking, Active Inference, Biology of Information, Decision Intelligence, Neurobiology/psychology, Science

  #ActiveInference, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Bayesian models of perception and action (free e-book)

  Bayesian models of perception and action An introduction By Wei Ji Ma, Konrad Kording, and Daniel Goldreich An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-making and action. Many forms of perception and action can be mathematically modeled as probabilistic — or Bayesian — inference, a method used to draw conclusions from…

  walterstiers

  2023-10-09

  Active Inference, Biology of Information, Decision Intelligence, Life Ideas

  #ActiveInference, #DecisionIntelligence, #ProblemSolvingMind, #TheInformationLens

• Design for Well-Being and Sustainability

  Design for Well-Being and Sustainability: A Conceptual Framework of the Peer-to-Peer Sharing and Reuse Platform in the Circular Economy investigates how to infuse well-being components into the circular economy. Based on the literature review, it organized and analyzed the extant evidence of related well-being-based research to develop an ecosystem model of a sustainable product–service system…

  walterstiers

  2023-08-06

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Decision Intelligence, Information Technology, Life Ideas, Neurobiology/psychology, Policy, Science, Social-Technical

  #ActiveInference, #DecisionIntelligence, #emergence, #HumanAI, #TheInformationLens

• “Fitness” Beats “Truth”

  The “Fitness-Beats-Truth Theorem” provides a quantitative measure of the extent to which the fitness-only strategy dominates the truth strategy, and of how this dominance increases with the size of the perceptual space. The FBT Theorem supports the Interface Theory of Perception. The Interface Theory of Perception is discussed and described in detail in 2015 by…

  walterstiers

  2023-07-23

  #sense-making, #Wicked, Active Inference, Biology of Information, Life Ideas, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, #Wicked

• The Physics of Survival

  Please enjoy the fascinating discussion of the free energy principle with Dr. Maxwell Ramstead, a leading thinker exploring the intersection of math, physics, and philosophy and Director of Research at VERSES. The 2 hour discussion includes great details on FEP. The FEP was proposed by renowned neuroscientist Karl Friston, this principle offers a unifying theory…

  walterstiers

  2023-07-17

  Active Inference, AI, Biology of Information, Decision Intelligence, Information Technology, Life Ideas, Neurobiology/psychology, Science, Uncategorized

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• Decoding reward–curiosity conflict in decision-making from irrational behaviors

  Humans and animals are not always rational. “Decoding reward–curiosity conflict in decision-making from irrational behaviors” discusses the fact humans not only rationally exploit rewards but also explore an environment owing to their curiosity. However, the mechanism of such curiosity-driven irrational behavior is largely unknown. The article develops a decision-making model for a two choice task…

  walterstiers

  2023-05-19

  #Sensemaking, Active Inference, Biology of Information, Creative Thinking, Decision Intelligence, Life Ideas, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• Creativity in Motion

  Some publications related to this topic: Embodiment and Human Development It is becoming increasingly accepted that the study of cognitive, social, and emotional processes must account for the embodiment of these processes in living, acting people. Within cognitive science, how bodily factors play a role in mental life is often considered through the lens of…

  walterstiers

  2023-05-09

  #sense-making, #Sensemaking, Active Inference, Biology of Information, Decision Intelligence, Life Ideas, Neurobiology/psychology, Science, Uncategorized

  #ActiveInference, #DecisionIntelligence, #emergence, #ProblemSolvingMind, #TheInformationLens

• Bayesian Nonlinear Models

  The review article Bayesian Nonlinear Models for Repeated Measurement Data gives a valuation of the use for the Bayesian Model to solve complex problems. Nonlinear mixed effects models have become a standard platform for analysis when data is in the form of continuous and repeated measurements of subjects from a population of interest, while temporal…

  walterstiers

  2023-04-15

  Active Inference, Complexity, Decision Intelligence, Information Technology

  #ActiveInference, #DecisionIntelligence, #emergence, #TheInformationLens, #Wicked

• Small steps

  Small steps for mankind: Modeling the emergence of cumulative culture from joint active inference communication discusses a testable deep active inference formulation of social behavior and accompanying simulations of cumulative culture in two steps: First: cast cultural transmission as a bi-directional process of communication that induces a generalized synchrony (operationalized as a particular convergence) between…

  walterstiers

  2023-03-28

  #sense-making, #stakeholder economy, #Wicked, Active Inference, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Design Thinking, Neurobiology/psychology, Policy, Science, Social-Technical

  #ActiveInference, #DecisionIntelligence, #emergence, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Cardiac activity: its role in perception and action

  Patterns of cardiac activity continuously vary with environmentaldemands, accelerating or decelerating depending on circumstances. Simultaneously, cardiac cycle affects a host of higher-order processes, where systolic baroreceptor activation largely impairs processing. However, a unified functional perspective on the role of cardiac signal in perception and action has been lacking. — Patterns of cardiac activity continuously vary…

  walterstiers

  2023-03-17

  Active Inference, Biology of Information, Decision Intelligence, Neurobiology/psychology

  #ActiveInference, #TheInformationLens